 |
Position:
Associate Professor of the Department of Information Technology, since Sep 2013
Academic Degree:
PhD in Engineering (Computer Systems and Components), since Mar 2009
Academic Rank:
Associate Professor (Computer and Software Engineering), since 2012
Mykola Kozlenko holds a PhD degree in Engineering (Computer Systems and Components). He has over 15 years of academic experience. He currently works on Machine Learning (ML)-based Digital Signal Processing (DSP) approaches to enhance the Digital Communication Physical Layer efficiency, Software Defined Radio (SDR), Software Defined Networks (SDN), quantum ML algorithms, and Artificial Intelligence (AI)-driven models in autonomous mobile robotics. He teaches courses related to AI, Data Science (DS), Machine/Deep Learning, shows a high degree of teaching proficiency and commitment. As a professional Data Scientist, M. Kozlenko has over five years of industrial experience in RnD of services and tools based on AI, DS, and ML/DL, including MLOps and cloud deployment. He is an author of many refereed research papers in the field. Currently he is an Associate Professor at the Department of Information Technology at Vasyl Stefanyk Precarpathial National University. He demonstrates public and professional service. He is also an active member of IEEE and ACM, certified Python programmer, and Cisco accredited instructor. Mykola Kozlenko brings an essential added value to projects providing advanced research, excellence in science, design and implementation of AI-based facilities in line with the industry standards and best practices based on his expertise.
Professional Experience
More than 10 years of practical professional experience as engineer, software developer, director at MindCraft, SoftGroup, Ektos A/S and other companies.
Research experience
Research interests: Software development for usage in models of artificial intelligence, deep machine learning, data processing, robotics, digital signal processing.
About 30 articles in professional scientific journals, more than 50 speeches at scientific conferences in Ukraine and abroad. Scopus h-index = 3, Google Scholar h-index = 8.
PhD, Computer Systems
Editorial Board Memberships
International Conference on Innovative Solutions in Software Engineering (ICISSE), since 2022, 2019
Journal of Vasyl Stefanyk Precarpathian National University, 2014 – 2019
Technical Program Committee Memberships and Conference Reviewing Activity
30th International Conference on Neural Information Processing (ICONIP2023), 2023 (Changsha, China) (Subreviwer)
International Conference on Innovative Solutions in Software Engineering (ICISSE), since 2022, 2019 (Ivano-Frankivsk, Ukraine)
International Conference on Networking, Information Systems & Security (NISS), 2023 (Larache, Morocco), 2021 (Kenitra, Morocco)
International Conference on Digital Age & Technological Advances for Sustainable Development (IC-DATA-SD), 2023 (Casablanca, Morocco), 2022 (Al-Hoceima, Morocco), 2021 (Marrakech, Morocco)
International Conference on Smart City Applications (SCA), 2022 (Castelo Branco, Portugal), 2021, 2020 (Safranbolu, Turkey)
International Scientific and Practical Conference on Applied Systems and Technologies in the Information Society (AISTIS), since 2019 (Kyiv, Ukraine)
Panels
3-rd panel on IT Education at Business Tour in IT (a part of the Development of the business sector of Ukraine USAID project), Ivano-Frankivsk, Ukraine, Nov. 15, 2022
Talks
Modeling of self-driving cars, AI Talks, SoftServe, June 24, 2021
bvblogic & MindCraft | The Future of Data Science & AI, Ivano-Frankivsk, Ukraine, Jan. 16, 2018
Embedded development as a part of big IT, IT Rally 2016 Manticore, Ivano-Frankivsk, Ukraine, May 14, 2016
Patents
1. M. Kuz, L. Zamikhovskyi, O. Zamikhovska, M. Kozlenko, “Building Natural Gas Metering System,” UA Patent 119869, Aug. 27, 2019
2. M. Kuz, L. Zamikhovskyi, O. Zamikhovska, M. Kozlenko, “Residential gas meter,” UA Patent 114058, Apr. 10, 2017.
3. S. Melnychuk, M. Kozlenko, “Method for reception and transmission of information based on wide-band signals that are formed with
help of processes with variable probabilistic characteristics,” UA Patent 92915, Dec. 27, 2010.
4. S. Melnychuk, M. Kozlenko, “Method for information transmission and reception,” UA Patent 81017, Nov. 26, 2007.
1. Tymoshchuk Vladyslav, student of group PI-4, direction of training “Software Engineering”, 1st place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2019
2. Khortiuk Serhii, student of group IPZ-2, speciality “Software Engineering” 1st place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2018
3. Saviak Nazar, student of group PI-3, direction of training “Software Engineering”, 1st place in the 2nd stage of the 15th All-Ukrainian Student Olympiad in “Programming of microprogram machines and microcontroller systems”, Khmelnytsky, 2018
4. Kur Maksym, student of PI-3 group, direction of training “Software Engineering”, 1st place in the II stage of the 15th All-Ukrainian Student Olympiad on “Programming of firmware automata and microcontroller systems”, Khmelnytsky, 2018
5. Faradzhev Tymur, student of group PI-2, direction of training “Software Engineering”, 1st place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2017
6. Kur Maksym, student of group PI-2, direction of training “Software Engineering”, 3rd place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2017
Vasyl Stefanyk Precarpathian National University
Associate Professor
Jan 2024 – Present
Head of the Department of Information Technology
Jun 2018 – Dec 2023
Associate Professor
Sep 2013 – May 2018 · 4 yrs 9 mos
Associate Professor Part-time
Sep 2012 – June 2013 · 10 mos
Ivano-Frankivsk, Ukraine · On-site, Hybrid
Faculty of Mathematics and Computer Science
Responsible for Python Programming, AI, Data Science, and Machine/Deep Learning Courses
Visiting Professor
University of Lodz · Contract
Apr 2018 – Sept 2023
Lodz, Lodz District, Poland · Hybrid
Responsible for Group Project Course
Python Instructor
Soft Group Ukraine · Contract
Dec 2016 – Jun 2017 · 7 mos
Ivano-Frankivsk, Ukraine · On-site
Python Instructor at Soft Group Academy
Private Higher Educational Establishment “Galytska Academy”
Associate Professor ·Part-time
Sep 2013 – Jun 2015 · 1 yr 10 mos
Associate Professor – Full-time
Sep 2007 – Aug 2013 · 6 yrs
Ivano-Frankivsk, Ukraine · On-site
Department of Computer and Software engineering,
Head of the Radio-Electronic Devices Section of the Department,
Deputy Dean of the Electronics and Computer Technology Faculty
Responsible for Software Development for Embedded Systems and Python Programming Courses
Associate Professor
Ivano-Frankivsk National Technical University of Oil and Gas · Part-time
Sep 2013 – Jun 2014 · 10 mos
Ivano-Frankivsk, Ukraine · On-site
Responsible for giving lectures on Feedback Control Theory, System Identification
Department of Computer Technology in Automation and Control Systems
Institute of Information Technology
College Lecturer
College of Electronic Devices · Contract
Feb 2011 – Jun 2012 · 1 yr 5 mos
Ivano-Frankivsk, Ukraine · On-site
Responsible for Software Development for Embedded Systems Course
Co-founder, Chief Executive Officer
General Partnership “Center of Computer Education “Victoria”
Jun 1998 – Dec 1998 · 7 mos
Ivano-Frankivsk, Ukraine · On-site
Educational Management
Data Scientist
SoftServe
Jan 2021 – Present
Data Science, Machine Learning Engineering
Data Scientist
MindCraft.ai
Nov 2017 – Jan 2021 · 3 yrs 3 mos
Lviv, Ukraine
Data Science, Machine Learning Engineering
Embedded C Software Development Engineer
EKTOS A/S · Full-time
Feb 2016 – Jun 2016 · 5 mos
Ivano-Frankivsk, Ukraine · On-site
Hardware and Software Design and Development
Computer Systems Engineer
Incom · Full-time
Apr 2002 – Aug 2007 · 5 yrs 5 mos
Ukraine · On-site
Electronics Engineer
Public Joint Stock Company Agroinformservice · Part-time
Sep 1999 – Mar 2002 · 2 yrs 7 mos
Ivano-Frankivsk, Ukraine · On-site
Financial Software Developer, Chief Accounting Officer
Orto-Luks · Full-time
Dec 1998 – Mar 2002 · 3 yrs 4 mos
Ivano-Frankivsk, Ukraine · On-site
1C Business Software Development and Support
Chief Executive Officer
Evolventa · Full-time
Sep 1996 – Jun 1998 · 1 yr 10 mos
Ivano-Frankivsk, Ukraine · On-site
Car Security Systems, Software Development
Electronics Engineer
MegaOm · Full-time
Aug 1994 – Sep 1996 · 2 yrs 2 mos
Ivano-Frankivsk, Ukraine · On-site
Hardware and Software Development for Car Security Systems
Awards
Herasym Tersenov Regional Annual Award for Innovation
Ivano-Frankivsk Regional State Administration, Sep 2017
Competition Victories
2nd place in XII International Robot Contest Sumo Challenge in Roborace category, 2019, 2018 (3rd place), Award for the best Safe and Fast car in TomTom Self-Driving Cars category, 2019
Lodz University of Technology, Lodz, Poland
Champion of National Autonomous Robotics Challenge Lviv Polytechnic Cup, 2018, 2017, 2016, 2015 (3rd place), 2013, 2012
Lviv Polytechnic National University, Lviv, Ukraine
Champion of International Autonomous Robotics Challenge Roborace, 2013, 2012 (2nd place), 2011
NGO Robotics Association, Ukraine
Honors
Honor Certificate of Vasyl Stefanic Precarpathian University, 2022, 2014
Honorary Diploma of Ivano-Frankivsk Regional Council, May 2017
Commendations
Certificate of Commendation from Odesa National Academy of Food Technologies, 2019, 2018
PCEP – Certified Entry-Level Python Programmer
OpenEDG Python Institute
Issued Feb 2022
Credential ID k0xb.scqx.D5zQ
EF SET English Certificate 64/100 (C1 Advanced)
EF Standard English Test (EF SET)
Issued Jan 2019
IEEE, Institute of Electrical and Electronics Engineers
New York, NY, USMember, Sep 2020 – Present
Member number: 97096490
ACM, Association for Computing Machinery
New York, NY, US
Member, May 2021 – Present
Member Number: 0291040
NGO Robotics Association
Ukraine
Member, May 2011 – Nov 2016
2009. Lviv Polytechnic National University
Doctor of Philosophy, Computer Systems
1989 – 1994. Ivano-Frankivsk National Technical University of Oil and Gas
Engineer’s Degree, Automation and Control in Technical Systems
Scientific internships:
2019. Karabük University, Mühendislik Fakültesi, Karabük, Republic of Turkey
Development of software for autonomous navigation of mobile robots.
2016. Ivano-Frankivsk National Technical University of Oil and Gas
Software architecture and design.
1993. Physikalisch-Technische Bundesanstalt, Berlin, Germany
Software development for digital signal processing.
Professional internships:
1. SoftServe Inc., Tech Summer Bootcamp for Teachers, 01.09.2023 (10 hours).
2. IT-company SoftServe Inc., Improving teaching in higher education: institutional and individual dimensions, 22.12.2022 р. (2 hours).
3. SoftServe Inc., Tech Summer for Teachers Bootcamp, 04.08.2022 (10 hours).
4. Udemy, AWS Certified Machine Learning Specialty (MLS-C01), 23.12.2021 (17.5 hours).
5. Cisco Networking Academy, IPD Week – Understanding Network Forensics, 03.12.2021 (2.5 hours).
6. IT-company SoftServe, Inc., Tech Summer for Teachers, 16.07.2021 (10 hours).
7. EPAM Systems. IT Ukraine Association Teacher’s Internship Program, 2020 (108 hours).
8. SoftServe. Tech Summer for Teachers, 2020 (30 hours).
2020. Coursera. Sequence Models
2020. Coursera. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
2020. Coursera. Notifications The Arduino Platform and C Programming
2020. Coursera. Neural Networks and Deep Learning
2016. edX. Introduction to Real-Time Systems
2015. edX. Autonomous Navigation for Flying Robots
2015. Stanford University. Statistics in Medicine
2015. Coursera. The Data Scientist’s Toolbox
2015. edX. Introduction to Computer Science and Programming Using Python
2015. Open2Study. Mobile Robotics
2014. Stanford University. SQL
2014. Coursera. Web Application Architectures
2014. Coursera. R Programming
2014. Coursera. Machine Learning
2014. Coursera. Computational Neuroscience
2014. Coursera. Control of Mobile Robots
2014. Coursera. Computer Networks
2014. Coursera. Computing for Data Analysis
2014. Coursera. Comprendre les Microcontrôleurs
Mountain biking, Randonneuring
Department of Information Technology, room 319, administration building
Vasyl Stefanyk Precarpathian National University
57, Shevchenka str.,
Ivano-Frankivsk, 76018
Ukraine
tel.: +380 (342) 59-60-58
e-mail: mykola.kozlenko@pnu.edu.ua